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Generalized LASSO with under-determined regularization matrices

This paper studies the intrinsic connection between a generalized LASSO and a basic LASSO formulation. The former is the extended version of the latter by introducing a regularization matrix to the coefficients. We show that when the regularization matrix is even- or under-determined with full rank...

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Detalhes bibliográficos
Publicado no:Signal Processing
Main Authors: Duan, Junbo, Soussen, Charles, Brie, David, Idier, Jérôme, Wan, Mingxi, Wang, Yu-Ping
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4917299/
https://ncbi.nlm.nih.gov/pubmed/27346902
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.sigpro.2016.03.001
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